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02/09/2023
Trading Information between Latents in Hierarchical Variational Autoencoders
Variational Autoencoders (VAEs) were originally motivated (Kingma We...
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10/31/2022
Iterative Teaching by Data Hallucination
We consider the problem of iterative machine teaching, where a teacher s...
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06/08/2022
Out-of-Distribution Detection with Class Ratio Estimation
Density-based Out-of-distribution (OOD) detection has recently been show...
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05/28/2022
Improving VAE-based Representation Learning
Latent variable models like the Variational Auto-Encoder (VAE) are commo...
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06/08/2020